Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	857
Missing cells	1087
Missing cells (%)	5.8%
Duplicate rows	80
Duplicate rows (%)	9.3%
Total size in memory	147.4 KiB
Average record size in memory	176.1 B

Variable types

Categorical	8
Numeric	14

Alerts

Dataset has 80 (9.3%) duplicate rows	Duplicates
`Channel Name` has a high cardinality: 200 distinct values	High cardinality
`username` has a high cardinality: 200 distinct values	High cardinality
`More topics` has a high cardinality: 90 distinct values	High cardinality
`Youtube Link` has a high cardinality: 200 distinct values	High cardinality
`followers` is highly correlated with `Views`	High correlation
`Likes` is highly correlated with `Comments Avg`	High correlation
`Engagement Rate` is highly correlated with `Engagement Rate 60days` and 1 other fields	High correlation
`Engagement Rate 60days` is highly correlated with `Engagement Rate` and 6 other fields	High correlation
`Views` is highly correlated with `followers`	High correlation
`Views Avg.` is highly correlated with `Engagement Rate` and 1 other fields	High correlation
`Avg. 1 Day` is highly correlated with `Avg. 3 Day` and 4 other fields	High correlation
`Avg. 3 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 7 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 14 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 30 day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 60 day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Comments Avg` is highly correlated with `Likes`	High correlation
`followers` is highly correlated with `Likes` and 1 other fields	High correlation
`Likes` is highly correlated with `followers`	High correlation
`Engagement Rate` is highly correlated with `Views Avg.`	High correlation
`Engagement Rate 60days` is highly correlated with `Views Avg.` and 6 other fields	High correlation
`Views` is highly correlated with `followers`	High correlation
`Views Avg.` is highly correlated with `Engagement Rate` and 5 other fields	High correlation
`Avg. 1 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 3 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 7 Day` is highly correlated with `Engagement Rate 60days` and 6 other fields	High correlation
`Avg. 14 Day` is highly correlated with `Engagement Rate 60days` and 6 other fields	High correlation
`Avg. 30 day` is highly correlated with `Engagement Rate 60days` and 6 other fields	High correlation
`Avg. 60 day` is highly correlated with `Engagement Rate 60days` and 6 other fields	High correlation
`Engagement Rate` is highly correlated with `Engagement Rate 60days` and 1 other fields	High correlation
`Engagement Rate 60days` is highly correlated with `Engagement Rate` and 5 other fields	High correlation
`Views Avg.` is highly correlated with `Engagement Rate` and 1 other fields	High correlation
`Avg. 1 Day` is highly correlated with `Avg. 3 Day` and 4 other fields	High correlation
`Avg. 3 Day` is highly correlated with `Avg. 1 Day` and 4 other fields	High correlation
`Avg. 7 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 14 Day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 30 day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Avg. 60 day` is highly correlated with `Engagement Rate 60days` and 5 other fields	High correlation
`Country` is highly correlated with `More topics` and 1 other fields	High correlation
`More topics` is highly correlated with `Country` and 3 other fields	High correlation
`Main topic` is highly correlated with `More topics` and 1 other fields	High correlation
`Main Video Category` is highly correlated with `More topics` and 1 other fields	High correlation
`Category` is highly correlated with `Country` and 1 other fields	High correlation
`Country` is highly correlated with `Category` and 16 other fields	High correlation
`Category` is highly correlated with `Country` and 5 other fields	High correlation
`Main Video Category` is highly correlated with `Country` and 14 other fields	High correlation
`followers` is highly correlated with `Country` and 11 other fields	High correlation
`Main topic` is highly correlated with `Country` and 17 other fields	High correlation
`More topics` is highly correlated with `Country` and 17 other fields	High correlation
`Likes` is highly correlated with `Country` and 11 other fields	High correlation
`Boost Index` is highly correlated with `Country` and 4 other fields	High correlation
`Engagement Rate` is highly correlated with `Country` and 7 other fields	High correlation
`Engagement Rate 60days` is highly correlated with `Country` and 14 other fields	High correlation
`Views` is highly correlated with `Category` and 10 other fields	High correlation
`Views Avg.` is highly correlated with `Country` and 12 other fields	High correlation
`Avg. 1 Day` is highly correlated with `Country` and 13 other fields	High correlation
`Avg. 3 Day` is highly correlated with `Country` and 14 other fields	High correlation
`Avg. 7 Day` is highly correlated with `Country` and 13 other fields	High correlation
`Avg. 14 Day` is highly correlated with `Country` and 12 other fields	High correlation
`Avg. 30 day` is highly correlated with `Country` and 13 other fields	High correlation
`Avg. 60 day` is highly correlated with `Country` and 14 other fields	High correlation
`Comments Avg` is highly correlated with `Country` and 12 other fields	High correlation
`Country` has 150 (17.5%) missing values	Missing
`Category` has 121 (14.1%) missing values	Missing
`Avg. 1 Day` has 363 (42.4%) missing values	Missing
`Avg. 3 Day` has 205 (23.9%) missing values	Missing
`Avg. 7 Day` has 116 (13.5%) missing values	Missing
`Avg. 14 Day` has 78 (9.1%) missing values	Missing
`Avg. 30 day` has 42 (4.9%) missing values	Missing
`Avg. 1 Day` has 104 (12.1%) zeros	Zeros
`Avg. 3 Day` has 104 (12.1%) zeros	Zeros
`Avg. 7 Day` has 104 (12.1%) zeros	Zeros
`Avg. 14 Day` has 104 (12.1%) zeros	Zeros
`Avg. 30 day` has 104 (12.1%) zeros	Zeros
`Avg. 60 day` has 104 (12.1%) zeros	Zeros
`Comments Avg` has 59 (6.9%) zeros	Zeros

Reproduction

Analysis started	2022-08-03 09:19:46.595753
Analysis finished	2022-08-03 09:21:23.755146
Duration	1 minute and 37.16 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

Country
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	27
Distinct (%)	3.8%
Missing	150
Missing (%)	17.5%
Memory size	6.8 KiB

US	277
IN	212
BR	46
KR	18
MX	18
Other values (22)	136

Length

Max length	3
Median length	2
Mean length	2.002828854
Min length	2

Characters and Unicode

Total characters	1416
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IN
2nd row	US
3rd row	IN
4th row	US
5th row	US

Common Values

Value	Count	Frequency (%)
US	277	32.3%
IN	212	24.7%
BR	46	5.4%
KR	18	2.1%
MX	18	2.1%
RU	16	1.9%
CA	14	1.6%
TH	12	1.4%
PH	10	1.2%
PR	10	1.2%
Other values (17)	74	8.6%
(Missing)	150	17.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
us	277	39.2%
in	212	30.0%
br	46	6.5%
kr	18	2.5%
mx	18	2.5%
ru	16	2.3%
ca	14	2.0%
th	12	1.7%
ph	10	1.4%
pr	10	1.4%
Other values (16)	74	10.5%

Most occurring characters

Value	Count	Frequency (%)
U	295	20.8%
S	293	20.7%
I	224	15.8%
N	222	15.7%
R	92	6.5%
B	56	4.0%
C	28	2.0%
K	22	1.6%
A	22	1.6%
H	22	1.6%
Other values (13)	140	9.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1414	99.9%
Control	2	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
U	295	20.9%
S	293	20.7%
I	224	15.8%
N	222	15.7%
R	92	6.5%
B	56	4.0%
C	28	2.0%
K	22	1.6%
A	22	1.6%
H	22	1.6%
Other values (12)	138	9.8%

Control

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1414	99.9%
Common	2	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	295	20.9%
S	293	20.7%
I	224	15.8%
N	222	15.7%
R	92	6.5%
B	56	4.0%
C	28	2.0%
K	22	1.6%
A	22	1.6%
H	22	1.6%
Other values (12)	138	9.8%

Common

Value	Count	Frequency (%)
	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1416	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	295	20.8%
S	293	20.7%
I	224	15.8%
N	222	15.7%
R	92	6.5%
B	56	4.0%
C	28	2.0%
K	22	1.6%
A	22	1.6%
H	22	1.6%
Other values (13)	140	9.9%

Channel Name
Categorical

HIGH CARDINALITY

Distinct	200
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Memory size	6.8 KiB

T-Series	9
SET India	9
PewDiePie	9
MrBeast	9
Like Nastya	9
Other values (195)	812

Length

Max length	49
Median length	40
Mean length	13.59626604
Min length	2

Characters and Unicode

Total characters	11652
Distinct characters	114
Distinct categories	13 ?
Distinct scripts	6 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	T-Series
2nd row	ABCkidTV - Nursery Rhymes
3rd row	SET India
4th row	PewDiePie
5th row	MrBeast

Common Values

Value	Count	Frequency (%)
T-Series	9	1.1%
SET India	9	1.1%
PewDiePie	9	1.1%
MrBeast	9	1.1%
Like Nastya	9	1.1%
✿ Kids Diana Show	9	1.1%
ABCkidTV - Nursery Rhymes	9	1.1%
Alan Walker	8	0.9%
elrubiusOMG	8	0.9%
Speed Records	8	0.9%
Other values (190)	770	89.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	91	4.9%
kids	61	3.3%
songs	44	2.4%
rhymes	39	2.1%
music	38	2.1%
nursery	37	2.0%
and	32	1.7%
tv	26	1.4%
show	21	1.1%
t-series	19	1.0%
Other values (312)	1439	77.9%

Most occurring characters

Value	Count	Frequency (%)
	990	8.5%
e	825	7.1%
i	822	7.1%
a	810	7.0%
n	664	5.7%
o	597	5.1%
s	584	5.0%
r	466	4.0%
l	388	3.3%
t	340	2.9%
Other values (104)	5166	44.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7848	67.4%
Uppercase Letter	2499	21.4%
Space Separator	990	8.5%
Dash Punctuation	94	0.8%
Other Punctuation	78	0.7%
Other Letter	64	0.5%
Decimal Number	50	0.4%
Other Symbol	9	0.1%
Spacing Mark	8	0.1%
Open Punctuation	4	< 0.1%
Other values (3)	8	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	825	10.5%
i	822	10.5%
a	810	10.3%
n	664	8.5%
o	597	7.6%
s	584	7.4%
r	466	5.9%
l	388	4.9%
t	340	4.3%
d	305	3.9%
Other values (28)	2047	26.1%

Other Letter

Value	Count	Frequency (%)
ا	6	9.4%
ة	4	6.2%
ن	4	6.2%
이	4	6.2%
त	2	3.1%
ف	2	3.1%
व	2	3.1%
ल	2	3.1%
औ	2	3.1%
द	2	3.1%
Other values (17)	34	53.1%

Uppercase Letter

Value	Count	Frequency (%)
S	281	11.2%
T	185	7.4%
B	168	6.7%
M	155	6.2%
N	148	5.9%
E	135	5.4%
C	121	4.8%
V	121	4.8%
K	117	4.7%
A	117	4.7%
Other values (16)	951	38.1%

Decimal Number

Value	Count	Frequency (%)
5	10	20.0%
3	8	16.0%
6	8	16.0%
4	8	16.0%
1	6	12.0%
7	6	12.0%
2	4	8.0%

Other Punctuation

Value	Count	Frequency (%)
&	30	38.5%
'	22	28.2%
.	16	20.5%
?	8	10.3%
:	2	2.6%

Spacing Mark

Value	Count	Frequency (%)
ा	4	50.0%
ि	4	50.0%

Open Punctuation

Value	Count	Frequency (%)
[	2	50.0%
(	2	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	50.0%
]	2	50.0%

Space Separator

Value	Count	Frequency (%)
	990	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	94	100.0%

Other Symbol

Value	Count	Frequency (%)
✿	9	100.0%

Nonspacing Mark

Value	Count	Frequency (%)
्	2	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10251	88.0%
Common	1231	10.6%
Cyrillic	96	0.8%
Arabic	32	0.3%
Devanagari	26	0.2%
Hangul	16	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	825	8.0%
i	822	8.0%
a	810	7.9%
n	664	6.5%
o	597	5.8%
s	584	5.7%
r	466	4.5%
l	388	3.8%
t	340	3.3%
d	305	3.0%
Other values (46)	4450	43.4%

Common

Value	Count	Frequency (%)
	990	80.4%
-	94	7.6%
&	30	2.4%
'	22	1.8%
.	16	1.3%
5	10	0.8%
✿	9	0.7%
3	8	0.6%
6	8	0.6%
?	8	0.6%
Other values (10)	36	2.9%

Arabic

Value	Count	Frequency (%)
ا	6	18.8%
ة	4	12.5%
ن	4	12.5%
ف	2	6.2%
ش	2	6.2%
ق	2	6.2%
ط	2	6.2%
ي	2	6.2%
و	2	6.2%
ر	2	6.2%
Other values (2)	4	12.5%

Devanagari

Value	Count	Frequency (%)
ा	4	15.4%
ि	4	15.4%
त	2	7.7%
व	2	7.7%
्	2	7.7%
ल	2	7.7%
औ	2	7.7%
द	2	7.7%
र	2	7.7%
न	2	7.7%

Cyrillic

Value	Count	Frequency (%)
М	16	16.7%
а	16	16.7%
е	16	16.7%
д	16	16.7%
ь	8	8.3%
в	8	8.3%
и	8	8.3%
ш	8	8.3%

Hangul

Value	Count	Frequency (%)
이	4	25.0%
토	2	12.5%
푸	2	12.5%
딩	2	12.5%
원	2	12.5%
더	2	12.5%
케	2	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11455	98.3%
Cyrillic	96	0.8%
Arabic	32	0.3%
Devanagari	26	0.2%
None	18	0.2%
Hangul	16	0.1%
Dingbats	9	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	990	8.6%
e	825	7.2%
i	822	7.2%
a	810	7.1%
n	664	5.8%
o	597	5.2%
s	584	5.1%
r	466	4.1%
l	388	3.4%
t	340	3.0%
Other values (59)	4969	43.4%

Cyrillic

Value	Count	Frequency (%)
М	16	16.7%
а	16	16.7%
е	16	16.7%
д	16	16.7%
ь	8	8.3%
в	8	8.3%
и	8	8.3%
ш	8	8.3%

Dingbats

Value	Count	Frequency (%)
✿	9	100.0%

None

Value	Count	Frequency (%)
ê	8	44.4%
à	2	11.1%
ç	2	11.1%
é	2	11.1%
í	2	11.1%
ó	2	11.1%

Arabic

Value	Count	Frequency (%)
ا	6	18.8%
ة	4	12.5%
ن	4	12.5%
ف	2	6.2%
ش	2	6.2%
ق	2	6.2%
ط	2	6.2%
ي	2	6.2%
و	2	6.2%
ر	2	6.2%
Other values (2)	4	12.5%

Devanagari

Value	Count	Frequency (%)
ा	4	15.4%
ि	4	15.4%
त	2	7.7%
व	2	7.7%
्	2	7.7%
ल	2	7.7%
औ	2	7.7%
द	2	7.7%
र	2	7.7%
न	2	7.7%

Hangul

Value	Count	Frequency (%)
이	4	25.0%
토	2	12.5%
푸	2	12.5%
딩	2	12.5%
원	2	12.5%
더	2	12.5%
케	2	12.5%

Category
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	1.1%
Missing	121
Missing (%)	14.1%
Memory size	6.8 KiB

Gaming & Apps	398
Music	210
None	62
Beauty & Fashion	36
Sports	8
Other values (3)	22

Length

Max length	16
Median length	13
Mean length	9.942934783
Min length	4

Characters and Unicode

Total characters	7318
Distinct characters	28
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gaming & Apps
2nd row	Gaming & Apps
3rd row	Gaming & Apps
4th row	Gaming & Apps
5th row	Gaming & Apps

Common Values

Value	Count	Frequency (%)
Gaming & Apps	398	46.4%
Music	210	24.5%
None	62	7.2%
Beauty & Fashion	36	4.2%
Sports	8	0.9%
Science & Tech	8	0.9%
Fashion	8	0.9%
LifeStyle	6	0.7%
(Missing)	121	14.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
	442	27.3%
gaming	398	24.6%
apps	398	24.6%
music	210	13.0%
none	62	3.8%
fashion	44	2.7%
beauty	36	2.2%
sports	8	0.5%
science	8	0.5%
tech	8	0.5%

Most occurring characters

Value	Count	Frequency (%)
	884	12.1%
p	804	11.0%
i	666	9.1%
s	660	9.0%
n	512	7.0%
a	478	6.5%
&	442	6.0%
G	398	5.4%
m	398	5.4%
g	398	5.4%
Other values (18)	1678	22.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4808	65.7%
Uppercase Letter	1184	16.2%
Space Separator	884	12.1%
Other Punctuation	442	6.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	804	16.7%
i	666	13.9%
s	660	13.7%
n	512	10.6%
a	478	9.9%
m	398	8.3%
g	398	8.3%
u	246	5.1%
c	234	4.9%
e	134	2.8%
Other values (7)	278	5.8%

Uppercase Letter

Value	Count	Frequency (%)
G	398	33.6%
A	398	33.6%
M	210	17.7%
N	62	5.2%
F	44	3.7%
B	36	3.0%
S	22	1.9%
T	8	0.7%
L	6	0.5%

Space Separator

Value	Count	Frequency (%)
	884	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	442	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5992	81.9%
Common	1326	18.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
p	804	13.4%
i	666	11.1%
s	660	11.0%
n	512	8.5%
a	478	8.0%
G	398	6.6%
m	398	6.6%
g	398	6.6%
A	398	6.6%
u	246	4.1%
Other values (16)	1034	17.3%

Common

Value	Count	Frequency (%)
	884	66.7%
&	442	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7318	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	884	12.1%
p	804	11.0%
i	666	9.1%
s	660	9.0%
n	512	7.0%
a	478	6.5%
&	442	6.0%
G	398	5.4%
m	398	5.4%
g	398	5.4%
Other values (18)	1678	22.9%

Main Video Category
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	16
Distinct (%)	1.9%
Missing	2
Missing (%)	0.2%
Memory size	6.8 KiB

Music	315
Entertainment	202
Gaming	57
People & Blogs	55
Education	53
Other values (11)	173

Length

Max length	21
Median length	19
Mean length	8.878362573
Min length	5

Characters and Unicode

Total characters	7591
Distinct characters	36
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Music
2nd row	Education
3rd row	Shows
4th row	Gaming
5th row	Entertainment

Common Values

Value	Count	Frequency (%)
Music	315	36.8%
Entertainment	202	23.6%
Gaming	57	6.7%
People & Blogs	55	6.4%
Education	53	6.2%
Comedy	46	5.4%
Film & Animation	40	4.7%
Howto & Style	22	2.6%
Shows	19	2.2%
Sports	16	1.9%
Other values (6)	30	3.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
music	325	28.6%
entertainment	202	17.8%
	131	11.5%
gaming	57	5.0%
people	55	4.8%
blogs	55	4.8%
education	53	4.7%
comedy	46	4.1%
film	40	3.5%
animation	40	3.5%
Other values (14)	131	11.5%

Most occurring characters

Value	Count	Frequency (%)
n	802	10.6%
i	791	10.4%
t	783	10.3%
e	606	8.0%
s	447	5.9%
m	401	5.3%
c	394	5.2%
u	380	5.0%
o	360	4.7%
a	360	4.7%
Other values (26)	2267	29.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6190	81.5%
Uppercase Letter	988	13.0%
Space Separator	280	3.7%
Other Punctuation	131	1.7%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	802	13.0%
i	791	12.8%
t	783	12.6%
e	606	9.8%
s	447	7.2%
m	401	6.5%
c	394	6.4%
u	380	6.1%
o	360	5.8%
a	360	5.8%
Other values (10)	866	14.0%

Uppercase Letter

Value	Count	Frequency (%)
M	315	31.9%
E	255	25.8%
P	77	7.8%
S	59	6.0%
G	57	5.8%
B	55	5.6%
C	46	4.7%
A	44	4.5%
F	40	4.0%
H	22	2.2%
Other values (3)	18	1.8%

Space Separator

Value	Count	Frequency (%)
	280	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	131	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7178	94.6%
Common	413	5.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	802	11.2%
i	791	11.0%
t	783	10.9%
e	606	8.4%
s	447	6.2%
m	401	5.6%
c	394	5.5%
u	380	5.3%
o	360	5.0%
a	360	5.0%
Other values (23)	1854	25.8%

Common

Value	Count	Frequency (%)
	280	67.8%
&	131	31.7%
-	2	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7591	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	802	10.6%
i	791	10.4%
t	783	10.3%
e	606	8.0%
s	447	5.9%
m	401	5.3%
c	394	5.2%
u	380	5.0%
o	360	4.7%
a	360	4.7%
Other values (26)	2267	29.9%

username
Categorical

HIGH CARDINALITY

Distinct	200
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Memory size	6.8 KiB

T-Series	9
SET India	9
PewDiePie	9
MrBeast	9
Like Nastya	9
Other values (195)	812

Length

Max length	49
Median length	40
Mean length	13.59626604
Min length	2

Characters and Unicode

Total characters	11652
Distinct characters	114
Distinct categories	13 ?
Distinct scripts	6 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	T-Series
2nd row	ABCkidTV - Nursery Rhymes
3rd row	SET India
4th row	PewDiePie
5th row	MrBeast

Common Values

Value	Count	Frequency (%)
T-Series	9	1.1%
SET India	9	1.1%
PewDiePie	9	1.1%
MrBeast	9	1.1%
Like Nastya	9	1.1%
✿ Kids Diana Show	9	1.1%
ABCkidTV - Nursery Rhymes	9	1.1%
Alan Walker	8	0.9%
elrubiusOMG	8	0.9%
Speed Records	8	0.9%
Other values (190)	770	89.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	91	4.9%
kids	61	3.3%
songs	44	2.4%
rhymes	39	2.1%
music	38	2.1%
nursery	37	2.0%
and	32	1.7%
tv	26	1.4%
show	21	1.1%
t-series	19	1.0%
Other values (312)	1439	77.9%

Most occurring characters

Value	Count	Frequency (%)
	990	8.5%
e	825	7.1%
i	822	7.1%
a	810	7.0%
n	664	5.7%
o	597	5.1%
s	584	5.0%
r	466	4.0%
l	388	3.3%
t	340	2.9%
Other values (104)	5166	44.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7848	67.4%
Uppercase Letter	2499	21.4%
Space Separator	990	8.5%
Dash Punctuation	94	0.8%
Other Punctuation	78	0.7%
Other Letter	64	0.5%
Decimal Number	50	0.4%
Other Symbol	9	0.1%
Spacing Mark	8	0.1%
Open Punctuation	4	< 0.1%
Other values (3)	8	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	825	10.5%
i	822	10.5%
a	810	10.3%
n	664	8.5%
o	597	7.6%
s	584	7.4%
r	466	5.9%
l	388	4.9%
t	340	4.3%
d	305	3.9%
Other values (28)	2047	26.1%

Other Letter

Value	Count	Frequency (%)
ا	6	9.4%
ة	4	6.2%
ن	4	6.2%
이	4	6.2%
त	2	3.1%
ف	2	3.1%
व	2	3.1%
ल	2	3.1%
औ	2	3.1%
द	2	3.1%
Other values (17)	34	53.1%

Uppercase Letter

Value	Count	Frequency (%)
S	281	11.2%
T	185	7.4%
B	168	6.7%
M	155	6.2%
N	148	5.9%
E	135	5.4%
C	121	4.8%
V	121	4.8%
K	117	4.7%
A	117	4.7%
Other values (16)	951	38.1%

Decimal Number

Value	Count	Frequency (%)
5	10	20.0%
3	8	16.0%
6	8	16.0%
4	8	16.0%
1	6	12.0%
7	6	12.0%
2	4	8.0%

Other Punctuation

Value	Count	Frequency (%)
&	30	38.5%
'	22	28.2%
.	16	20.5%
?	8	10.3%
:	2	2.6%

Spacing Mark

Value	Count	Frequency (%)
ा	4	50.0%
ि	4	50.0%

Open Punctuation

Value	Count	Frequency (%)
[	2	50.0%
(	2	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	50.0%
]	2	50.0%

Space Separator

Value	Count	Frequency (%)
	990	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	94	100.0%

Other Symbol

Value	Count	Frequency (%)
✿	9	100.0%

Nonspacing Mark

Value	Count	Frequency (%)
्	2	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10251	88.0%
Common	1231	10.6%
Cyrillic	96	0.8%
Arabic	32	0.3%
Devanagari	26	0.2%
Hangul	16	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	825	8.0%
i	822	8.0%
a	810	7.9%
n	664	6.5%
o	597	5.8%
s	584	5.7%
r	466	4.5%
l	388	3.8%
t	340	3.3%
d	305	3.0%
Other values (46)	4450	43.4%

Common

Value	Count	Frequency (%)
	990	80.4%
-	94	7.6%
&	30	2.4%
'	22	1.8%
.	16	1.3%
5	10	0.8%
✿	9	0.7%
3	8	0.6%
6	8	0.6%
?	8	0.6%
Other values (10)	36	2.9%

Arabic

Value	Count	Frequency (%)
ا	6	18.8%
ة	4	12.5%
ن	4	12.5%
ف	2	6.2%
ش	2	6.2%
ق	2	6.2%
ط	2	6.2%
ي	2	6.2%
و	2	6.2%
ر	2	6.2%
Other values (2)	4	12.5%

Devanagari

Value	Count	Frequency (%)
ा	4	15.4%
ि	4	15.4%
त	2	7.7%
व	2	7.7%
्	2	7.7%
ल	2	7.7%
औ	2	7.7%
द	2	7.7%
र	2	7.7%
न	2	7.7%

Cyrillic

Value	Count	Frequency (%)
М	16	16.7%
а	16	16.7%
е	16	16.7%
д	16	16.7%
ь	8	8.3%
в	8	8.3%
и	8	8.3%
ш	8	8.3%

Hangul

Value	Count	Frequency (%)
이	4	25.0%
토	2	12.5%
푸	2	12.5%
딩	2	12.5%
원	2	12.5%
더	2	12.5%
케	2	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11455	98.3%
Cyrillic	96	0.8%
Arabic	32	0.3%
Devanagari	26	0.2%
None	18	0.2%
Hangul	16	0.1%
Dingbats	9	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	990	8.6%
e	825	7.2%
i	822	7.2%
a	810	7.1%
n	664	5.8%
o	597	5.2%
s	584	5.1%
r	466	4.1%
l	388	3.4%
t	340	3.0%
Other values (59)	4969	43.4%

Cyrillic

Value	Count	Frequency (%)
М	16	16.7%
а	16	16.7%
е	16	16.7%
д	16	16.7%
ь	8	8.3%
в	8	8.3%
и	8	8.3%
ш	8	8.3%

Dingbats

Value	Count	Frequency (%)
✿	9	100.0%

None

Value	Count	Frequency (%)
ê	8	44.4%
à	2	11.1%
ç	2	11.1%
é	2	11.1%
í	2	11.1%
ó	2	11.1%

Arabic

Value	Count	Frequency (%)
ا	6	18.8%
ة	4	12.5%
ن	4	12.5%
ف	2	6.2%
ش	2	6.2%
ق	2	6.2%
ط	2	6.2%
ي	2	6.2%
و	2	6.2%
ر	2	6.2%
Other values (2)	4	12.5%

Devanagari

Value	Count	Frequency (%)
ा	4	15.4%
ि	4	15.4%
त	2	7.7%
व	2	7.7%
्	2	7.7%
ल	2	7.7%
औ	2	7.7%
द	2	7.7%
र	2	7.7%
न	2	7.7%

Hangul

Value	Count	Frequency (%)
이	4	25.0%
토	2	12.5%
푸	2	12.5%
딩	2	12.5%
원	2	12.5%
더	2	12.5%
케	2	12.5%

followers
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	145
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49529754.96

Minimum	24000000
Maximum	220000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	24000000
5-th percentile	25200000
Q1	33100000
median	41300000
Q3	53400000
95-th percentile	98100000
Maximum	220000000
Range	196000000
Interquartile range (IQR)	20300000

Descriptive statistics

Standard deviation	28619020.03
Coefficient of variation (CV)	0.5778146905
Kurtosis	12.88992816
Mean	49529754.96
Median Absolute Deviation (MAD)	10700000
Skewness	3.053409439
Sum	4.2447 × 10¹⁰
Variance	8.190483075 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38300000	16	1.9%
37400000	16	1.9%
40500000	16	1.9%
37500000	16	1.9%
45900000	16	1.9%
27800000	10	1.2%
97300000	9	1.1%
98100000	9	1.1%
137000000	9	1.1%
97200000	9	1.1%
Other values (135)	731	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24000000	8	0.9%
24100000	2	0.2%
24200000	4	0.5%
24400000	4	0.5%
24500000	4	0.5%
24600000	2	0.2%
24700000	4	0.5%
24800000	4	0.5%
24900000	6	0.7%
25000000	4	0.5%

Value	Count	Frequency (%)
220000000	9	1.1%
138000000	9	1.1%
137000000	9	1.1%
111000000	9	1.1%
98100000	9	1.1%
97300000	9	1.1%
97200000	9	1.1%
89400000	8	0.9%
85500000	8	0.9%
83500000	8	0.9%

Main topic
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	23
Distinct (%)	2.7%
Missing	2
Missing (%)	0.2%
Memory size	6.8 KiB

Music	168
Entertainment	138
Lifestyle	135
Movies	96
Pop music	64
Other values (18)	254

Length

Max length	23
Median length	21
Mean length	9.257309942
Min length	4

Characters and Unicode

Total characters	7915
Distinct characters	37
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Music of Asia
2nd row	Movies
3rd row	Movies
4th row	Lifestyle
5th row	Lifestyle

Common Values

Value	Count	Frequency (%)
Music	168	19.6%
Entertainment	138	16.1%
Lifestyle	135	15.8%
Movies	96	11.2%
Pop music	64	7.5%
Music of Asia	47	5.5%
Hip hop music	34	4.0%
TV shows	28	3.3%
Action game	22	2.6%
Hobby	21	2.5%
Other values (13)	102	11.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
music	343	28.2%
entertainment	138	11.3%
lifestyle	135	11.1%
movies	96	7.9%
pop	64	5.3%
of	61	5.0%
asia	47	3.9%
hip	34	2.8%
hop	34	2.8%
game	32	2.6%
Other values (21)	233	19.1%

Most occurring characters

Value	Count	Frequency (%)
i	905	11.4%
e	768	9.7%
s	685	8.7%
t	631	8.0%
n	520	6.6%
c	447	5.6%
o	412	5.2%
	362	4.6%
u	353	4.5%
M	325	4.1%
Other values (27)	2507	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6587	83.2%
Uppercase Letter	958	12.1%
Space Separator	362	4.6%
Dash Punctuation	8	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	905	13.7%
e	768	11.7%
s	685	10.4%
t	631	9.6%
n	520	7.9%
c	447	6.8%
o	412	6.3%
u	353	5.4%
m	322	4.9%
a	279	4.2%
Other values (12)	1265	19.2%

Uppercase Letter

Value	Count	Frequency (%)
M	325	33.9%
E	152	15.9%
L	149	15.6%
A	87	9.1%
P	64	6.7%
H	55	5.7%
T	46	4.8%
V	30	3.1%
G	18	1.9%
S	16	1.7%
Other values (3)	16	1.7%

Space Separator

Value	Count	Frequency (%)
	362	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7545	95.3%
Common	370	4.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	905	12.0%
e	768	10.2%
s	685	9.1%
t	631	8.4%
n	520	6.9%
c	447	5.9%
o	412	5.5%
u	353	4.7%
M	325	4.3%
m	322	4.3%
Other values (25)	2177	28.9%

Common

Value	Count	Frequency (%)
	362	97.8%
-	8	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7915	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	905	11.4%
e	768	9.7%
s	685	8.7%
t	631	8.0%
n	520	6.6%
c	447	5.6%
o	412	5.2%
	362	4.6%
u	353	4.5%
M	325	4.1%
Other values (27)	2507	31.7%

Common Values

Value	Count	Frequency (%)
Entertainment,TV shows,Movies	58	6.8%
Music,Movies,Entertainment	50	5.8%
Music,Pop music	48	5.6%
Lifestyle,Hobby	40	4.7%
Entertainment,Music,Movies	29	3.4%
Music,Music of Asia	28	3.3%
Entertainment,Movies	28	3.3%
Entertainment,Music of Asia,Music,Pop music	24	2.8%
Lifestyle,Technology	24	2.8%
Music,Movies,Music of Asia,Entertainment	22	2.6%
Other values (80)	504	58.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
music	242	11.1%
of	193	8.8%
music,pop	128	5.9%
hop	110	5.0%
music,music	98	4.5%
music,hip	86	3.9%
entertainment,tv	77	3.5%
shows,movies	58	2.7%
latin	54	2.5%
music,movies,entertainment	50	2.3%
Other values (93)	1090	49.9%

Most occurring characters

Value	Count	Frequency (%)
i	2731	10.2%
e	2202	8.2%
s	2032	7.6%
t	1841	6.9%
n	1769	6.6%
,	1707	6.4%
o	1469	5.5%
c	1415	5.3%
	1331	5.0%
m	1145	4.3%
Other values (31)	9099	34.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20692	77.4%
Uppercase Letter	2926	10.9%
Other Punctuation	1707	6.4%
Space Separator	1331	5.0%
Dash Punctuation	85	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	2731	13.2%
e	2202	10.6%
s	2032	9.8%
t	1841	8.9%
n	1769	8.5%
o	1469	7.1%
c	1415	6.8%
m	1145	5.5%
u	1141	5.5%
a	1019	4.9%
Other values (13)	3928	19.0%

Uppercase Letter

Value	Count	Frequency (%)
M	969	33.1%
E	472	16.1%
A	307	10.5%
L	264	9.0%
P	240	8.2%
H	192	6.6%
T	164	5.6%
V	121	4.1%
G	67	2.3%
R	66	2.3%
Other values (5)	64	2.2%

Other Punctuation

Value	Count	Frequency (%)
,	1707	100.0%

Space Separator

Value	Count	Frequency (%)
	1331	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	85	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23618	88.3%
Common	3123	11.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	2731	11.6%
e	2202	9.3%
s	2032	8.6%
t	1841	7.8%
n	1769	7.5%
o	1469	6.2%
c	1415	6.0%
m	1145	4.8%
u	1141	4.8%
a	1019	4.3%
Other values (28)	6854	29.0%

Common

Value	Count	Frequency (%)
,	1707	54.7%
	1331	42.6%
-	85	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26741	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	2731	10.2%
e	2202	8.2%
s	2032	7.6%
t	1841	6.9%
n	1769	6.6%
,	1707	6.4%
o	1469	5.5%
c	1415	5.3%
	1331	5.0%
m	1145	4.3%
Other values (31)	9099	34.0%

Likes
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	199
Distinct (%)	23.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	233099517.8

Minimum	0
Maximum	2191405542
Zeros	4
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	5322828.259
Q1	29263861.96
median	95375135.95
Q3	235190437.5
95-th percentile	927031869.8
Maximum	2191405542
Range	2191405542
Interquartile range (IQR)	205926575.6

Descriptive statistics

Standard deviation	386246089.1
Coefficient of variation (CV)	1.657000807
Kurtosis	10.09433678
Mean	233099517.8
Median Absolute Deviation (MAD)	77280531.95
Skewness	3.064739796
Sum	1.997662868 × 10¹¹
Variance	1.491860413 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1602680172	9	1.1%
174875242.6	9	1.1%
2191405542	9	1.1%
1731833461	9	1.1%
280877652.4	9	1.1%
235190437.5	9	1.1%
220990134.6	9	1.1%
55641776.54	8	0.9%
814895443	8	0.9%
155670991.2	8	0.9%
Other values (189)	770	89.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	0.5%
790615.8507	2	0.2%
1187550	2	0.2%
1205009.12	8	0.9%
2235904	2	0.2%
2304173.25	2	0.2%
2809022.95	2	0.2%
3356772.558	2	0.2%
3395907.071	2	0.2%
3656173.333	2	0.2%

Value	Count	Frequency (%)
2191405542	9	1.1%
1731833461	9	1.1%
1640737553	8	0.9%
1602680172	9	1.1%
937427149.9	8	0.9%
924433049.7	2	0.2%
859070584	2	0.2%
855552544.8	2	0.2%
814895443	8	0.9%
772750483.9	2	0.2%

Boost Index
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	56
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.39439907

Minimum	1
Maximum	88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	1
5-th percentile	33
Q1	62
median	71
Q3	78
95-th percentile	82
Maximum	88
Range	87
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	14.96322178
Coefficient of variation (CV)	0.2220247081
Kurtosis	3.173288016
Mean	67.39439907
Median Absolute Deviation (MAD)	8
Skewness	-1.729874088
Sum	57757
Variance	223.898006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	64	7.5%
82	62	7.2%
79	48	5.6%
70	48	5.6%
72	38	4.4%
68	38	4.4%
73	38	4.4%
69	36	4.2%
67	33	3.9%
60	29	3.4%
Other values (46)	423	49.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.2%
4	2	0.2%
16	8	0.9%
18	2	0.2%
20	2	0.2%
21	2	0.2%
24	2	0.2%
25	4	0.5%
27	8	0.9%
28	2	0.2%

Value	Count	Frequency (%)
88	9	1.1%
85	2	0.2%
83	23	2.7%
82	62	7.2%
81	24	2.8%
80	26	3.0%
79	48	5.6%
78	28	3.3%
77	14	1.6%
76	16	1.9%

Engagement Rate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	199
Distinct (%)	23.3%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3529577928

Minimum	0.0002609916678
Maximum	10.58408389
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0.0002609916678
5-th percentile	0.002581305319
Q1	0.02604412878
median	0.09893292202
Q3	0.3795535109
95-th percentile	1.413863831
Maximum	10.58408389
Range	10.5838229
Interquartile range (IQR)	0.3535093821

Descriptive statistics

Standard deviation	0.7985090654
Coefficient of variation (CV)	2.262335842
Kurtosis	74.05611912
Mean	0.3529577928
Median Absolute Deviation (MAD)	0.08736157631
Skewness	7.195574012
Sum	301.7789129
Variance	0.6376167275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03346313133	9	1.1%
0.001206269923	9	1.1%
0.06342612745	9	1.1%
0.7292095496	9	1.1%
1.026760674	9	1.1%
0.6903417751	9	1.1%
0.6417156983	9	1.1%
0.1715227456	8	0.9%
0.3074254902	8	0.9%
0.02748122239	8	0.9%
Other values (189)	768	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002609916678	2	0.2%
0.0008891835518	2	0.2%
0.001206269923	9	1.1%
0.001283949917	2	0.2%
0.001587676213	8	0.9%
0.002196693602	2	0.2%
0.002468718181	2	0.2%
0.002471868169	8	0.9%
0.002536361891	8	0.9%
0.002600566789	8	0.9%

Value	Count	Frequency (%)
10.58408389	2	0.2%
6.431747196	2	0.2%
5.428497421	2	0.2%
3.123583404	2	0.2%
2.76577205	2	0.2%
2.739238555	2	0.2%
2.614865241	8	0.9%
2.264813582	2	0.2%
2.196714771	2	0.2%
2.023618174	2	0.2%

Engagement Rate 60days
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	200
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07412766932

Minimum	0
Maximum	1.519044268
Zeros	2
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0009435665221
Q1	0.005434907422
median	0.02067140183
Q3	0.06292054462
95-th percentile	0.2873472397
Maximum	1.519044268
Range	1.519044268
Interquartile range (IQR)	0.0574856372

Descriptive statistics

Standard deviation	0.1764902187
Coefficient of variation (CV)	2.380895289
Kurtosis	34.07269598
Mean	0.07412766932
Median Absolute Deviation (MAD)	0.01806319627
Skewness	5.371329405
Sum	63.52741261
Variance	0.0311487973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01087948347	9	1.1%
0.002365692535	9	1.1%
0.044846075	9	1.1%
0.5702702245	9	1.1%
0.2313880596	9	1.1%
0.2438531205	9	1.1%
0.1160036839	9	1.1%
0.02276006254	8	0.9%
0.02988382486	8	0.9%
0.005024386671	8	0.9%
Other values (190)	770	89.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.2%
2.836190936 × 10^-5	2	0.2%
7.451865193 × 10^-5	2	0.2%
0.0004082329949	8	0.9%
0.0004283552403	2	0.2%
0.0006124469788	2	0.2%
0.0006391721153	2	0.2%
0.0006412800181	2	0.2%
0.000698177949	8	0.9%
0.000762589516	2	0.2%

Value	Count	Frequency (%)
1.519044268	2	0.2%
1.324981013	8	0.9%
0.9892345808	2	0.2%
0.5702702245	9	1.1%
0.4895957523	2	0.2%
0.4394095574	2	0.2%
0.4385109202	8	0.9%
0.3618172422	2	0.2%
0.348364789	2	0.2%
0.3006543011	2	0.2%

Views
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	200
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.705917021 × 10¹⁰

Minimum	0
Maximum	1.956607444 × 10¹¹
Zeros	2
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	4188413314
Q1	1.338296583 × 10¹⁰
median	2.019496287 × 10¹⁰
Q3	2.834708423 × 10¹⁰
95-th percentile	8.01115558 × 10¹⁰
Maximum	1.956607444 × 10¹¹
Range	1.956607444 × 10¹¹
Interquartile range (IQR)	1.49641184 × 10¹⁰

Descriptive statistics

Standard deviation	2.79723041 × 10¹⁰
Coefficient of variation (CV)	1.03374582
Kurtosis	15.09068444
Mean	2.705917021 × 10¹⁰
Median Absolute Deviation (MAD)	7447400969
Skewness	3.480599436
Sum	2.318970887 × 10¹³
Variance	7.824497969 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.956607444 × 10¹¹	9	1.1%
1.217417393 × 10¹¹	9	1.1%
2.842411394 × 10¹⁰	9	1.1%
1.624263427 × 10¹⁰	9	1.1%
8.01115558 × 10¹⁰	9	1.1%
7.734015558 × 10¹⁰	9	1.1%
1.330253255 × 10¹¹	9	1.1%
1.161707244 × 10¹⁰	8	0.9%
7469679920	8	0.9%
2.415800586 × 10¹⁰	8	0.9%
Other values (190)	770	89.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.2%
994418044	2	0.2%
2186015533	2	0.2%
2227021034	2	0.2%
2582756055	2	0.2%
2617970693	2	0.2%
2696443232	2	0.2%
2860744608	2	0.2%
2925375307	2	0.2%
3046560972	2	0.2%

Value	Count	Frequency (%)
1.956607444 × 10¹¹	9	1.1%
1.330253255 × 10¹¹	9	1.1%
1.217417393 × 10¹¹	9	1.1%
8.043107329 × 10¹⁰	8	0.9%
8.01115558 × 10¹⁰	9	1.1%
7.734015558 × 10¹⁰	9	1.1%
6.979436375 × 10¹⁰	8	0.9%
6.514308031 × 10¹⁰	8	0.9%
5.843463317 × 10¹⁰	8	0.9%
5.141396266 × 10¹⁰	2	0.2%

Views Avg.
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	199
Distinct (%)	23.3%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	16237903.56

Minimum	680.6064558
Maximum	423923499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	680.6064558
5-th percentile	81556.07136
Q1	711603.375
median	2871914.5
Q3	15259819.58
95-th percentile	88722202
Maximum	423923499
Range	423922818.4
Interquartile range (IQR)	14548216.21

Descriptive statistics

Standard deviation	35662558.75
Coefficient of variation (CV)	2.196253884
Kurtosis	42.95501178
Mean	16237903.56
Median Absolute Deviation (MAD)	2733815.888
Skewness	5.146593246
Sum	1.388340754 × 10¹⁰
Variance	1.271818097 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2095329.132	9	1.1%
109572.8784	9	1.1%
7718344.847	9	1.1%
98762497.25	9	1.1%
138163704.5	9	1.1%
86417353.25	9	1.1%
70271260.25	9	1.1%
4189688.75	8	0.9%
16593905	8	0.9%
155542.6113	8	0.9%
Other values (189)	768	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
680.6064558	2	0.2%
15583.3632	2	0.2%
19848.89989	2	0.2%
24789.7034	8	0.9%
46730	2	0.2%
48706.46667	2	0.2%
57639.0676	8	0.9%
59493.50617	2	0.2%
62705.11111	2	0.2%
65172.48612	2	0.2%

Value	Count	Frequency (%)
423923499	2	0.2%
205450048	2	0.2%
138163704.5	9	1.1%
135941380	2	0.2%
127605799	8	0.9%
108949716.5	8	0.9%
98762497.25	9	1.1%
95969313	2	0.2%
88722202	2	0.2%
86417353.25	9	1.1%

Avg. 1 Day
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	89
Distinct (%)	18.0%
Missing	363
Missing (%)	42.4%
Infinite	0
Infinite (%)	0.0%
Mean	183817.5011

Minimum	0
Maximum	3472638
Zeros	104
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3746.666667
median	30542
Q3	99819.23438
95-th percentile	1411121
Maximum	3472638
Range	3472638
Interquartile range (IQR)	96072.56771

Descriptive statistics

Standard deviation	437793.4125
Coefficient of variation (CV)	2.381674269
Kurtosis	17.14908693
Mean	183817.5011
Median Absolute Deviation (MAD)	30542
Skewness	3.790256018
Sum	90805845.55
Variance	1.916630721 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	12.1%
8062	10	1.2%
152244.8333	9	1.1%
1837916	9	1.1%
22960.33333	8	0.9%
6042	8	0.9%
62466	8	0.9%
26555	8	0.9%
472591.75	8	0.9%
61180.93103	8	0.9%
Other values (79)	314	36.6%
(Missing)	363	42.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	12.1%
455.6162791	2	0.2%
2176	2	0.2%
2206.2	8	0.9%
2548.714286	2	0.2%
3746.666667	8	0.9%
3937.684211	8	0.9%
5318.666667	2	0.2%
5644	2	0.2%
6042	8	0.9%

Value	Count	Frequency (%)
3472638	2	0.2%
1837916	9	1.1%
1638377.5	8	0.9%
1411121	8	0.9%
1277444	2	0.2%
888052	8	0.9%
660250	2	0.2%
652935	2	0.2%
522267.5	2	0.2%
485906	2	0.2%

Avg. 3 Day
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	126
Distinct (%)	19.3%
Missing	205
Missing (%)	23.9%
Infinite	0
Infinite (%)	0.0%
Mean	571693.2539

Minimum	0
Maximum	6596001
Zeros	104
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15686.5
median	84666
Q3	586040
95-th percentile	3204908.25
Maximum	6596001
Range	6596001
Interquartile range (IQR)	570353.5

Descriptive statistics

Standard deviation	1145431.477
Coefficient of variation (CV)	2.003577039
Kurtosis	10.75381616
Mean	571693.2539
Median Absolute Deviation (MAD)	84666
Skewness	3.116069931
Sum	372744001.6
Variance	1.312013269 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	12.1%
2134569.625	9	1.1%
586040	9	1.1%
3946868	9	1.1%
1837916	9	1.1%
77417.91045	8	0.9%
42190	8	0.9%
608169.4286	8	0.9%
888052	8	0.9%
50485.57143	8	0.9%
Other values (116)	472	55.1%
(Missing)	205	23.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	12.1%
703.0473373	2	0.2%
2206.2	8	0.9%
2548.714286	2	0.2%
4601.830769	8	0.9%
5644	2	0.2%
6564.5	2	0.2%
8062	2	0.2%
8822.5	2	0.2%
11400.54545	8	0.9%

Value	Count	Frequency (%)
6596001	8	0.9%
5510747	2	0.2%
4354700	8	0.9%
3946868	9	1.1%
3472638	2	0.2%
3204908.25	8	0.9%
2239180.5	8	0.9%
2134569.625	9	1.1%
1979735.5	2	0.2%
1837916	9	1.1%

Avg. 7 Day
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	145
Distinct (%)	19.6%
Missing	116
Missing (%)	13.5%
Infinite	0
Infinite (%)	0.0%
Mean	1385198.908

Minimum	0
Maximum	29941021
Zeros	104
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	28229.90148
median	182415.6053
Q3	921913.5
95-th percentile	6833904
Maximum	29941021
Range	29941021
Interquartile range (IQR)	893683.5985

Descriptive statistics

Standard deviation	3684596.117
Coefficient of variation (CV)	2.659976192
Kurtosis	41.60599454
Mean	1385198.908
Median Absolute Deviation (MAD)	180901.4221
Skewness	5.903128167
Sum	1026432391
Variance	1.357624855 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	12.1%
1809830.395	9	1.1%
280127.6364	9	1.1%
3497395	9	1.1%
29941021	9	1.1%
5829929	9	1.1%
7539489.5	9	1.1%
4891832	9	1.1%
37575.5	8	0.9%
77903.65	8	0.9%
Other values (135)	558	65.1%
(Missing)	116	13.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	12.1%
1514.183168	2	0.2%
2548.714286	2	0.2%
4961.656977	8	0.9%
5644	2	0.2%
8792.666667	8	0.9%
10612.57143	2	0.2%
12586.6	2	0.2%
13738.04762	8	0.9%
13801.81592	2	0.2%

Value	Count	Frequency (%)
29941021	9	1.1%
7539489.5	9	1.1%
7241542.25	8	0.9%
7017878	8	0.9%
6833904	8	0.9%
6828453	2	0.2%
6485276	8	0.9%
5829929	9	1.1%
5510747	2	0.2%
4891832	9	1.1%

Avg. 14 Day
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	155
Distinct (%)	19.9%
Missing	78
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%
Mean	2399226.525

Minimum	0
Maximum	68777316
Zeros	104
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	44029.7906
median	300547.2
Q3	1337818.571
95-th percentile	8734760.635
Maximum	68777316
Range	68777316
Interquartile range (IQR)	1293788.781

Descriptive statistics

Standard deviation	7865794.09
Coefficient of variation (CV)	3.278470794
Kurtosis	51.46959957
Mean	2399226.525
Median Absolute Deviation (MAD)	300547.2
Skewness	6.766159219
Sum	1868997463
Variance	6.187071667 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	12.1%
2306178.205	9	1.1%
343788.1333	9	1.1%
3094440.4	9	1.1%
29941021	9	1.1%
9480138.25	9	1.1%
9148087.75	9	1.1%
7052576.5	9	1.1%
765318	8	0.9%
229318.9459	8	0.9%
Other values (145)	596	69.5%
(Missing)	78	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	12.1%
2548.714286	2	0.2%
2973.298673	2	0.2%
5286.715686	8	0.9%
5644	2	0.2%
12586.6	2	0.2%
13546.875	2	0.2%
13801.81592	2	0.2%
16760.5	2	0.2%
19130	2	0.2%

Value	Count	Frequency (%)
68777316	8	0.9%
29941021	9	1.1%
23861501	2	0.2%
9813003.571	2	0.2%
9480138.25	9	1.1%
9148087.75	9	1.1%
8688835.4	8	0.9%
8214380.5	2	0.2%
8166221.75	8	0.9%
7232641	8	0.9%

Avg. 30 day
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	164
Distinct (%)	20.1%
Missing	42
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2969197.062

Minimum	0
Maximum	68777316
Zeros	104
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	77479.05625
median	381732.5312
Q3	1923808.571
95-th percentile	13756907.67
Maximum	68777316
Range	68777316
Interquartile range (IQR)	1846329.515

Descriptive statistics

Standard deviation	8481571.241
Coefficient of variation (CV)	2.856520151
Kurtosis	35.94428278
Mean	2969197.062
Median Absolute Deviation (MAD)	381732.5312
Skewness	5.532144105
Sum	2419895606
Variance	7.193705072 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	12.1%
1676329.841	9	1.1%
353601.8571	9	1.1%
3620273.5	9	1.1%
29941021	9	1.1%
13756907.67	9	1.1%
14347388.62	9	1.1%
12654329.67	9	1.1%
68777316	8	0.9%
170820.4028	8	0.9%
Other values (154)	632	73.7%
(Missing)	42	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	12.1%
2508.608	2	0.2%
5644	2	0.2%
6600.899263	8	0.9%
13755.20792	2	0.2%
15105.29412	2	0.2%
15931.875	2	0.2%
16167.65714	2	0.2%
19130	2	0.2%
25126.58333	8	0.9%

Value	Count	Frequency (%)
68777316	8	0.9%
33821451.67	8	0.9%
29941021	9	1.1%
23861501	2	0.2%
14347388.62	9	1.1%
13943787	2	0.2%
13756907.67	9	1.1%
12654329.67	9	1.1%
10186832.5	2	0.2%
9949841.946	8	0.9%

Avg. 60 day
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	173
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3461323.172

Minimum	0
Maximum	53835227.96
Zeros	104
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	99613.56667
median	603554.8636
Q3	2295416.145
95-th percentile	22108751.05
Maximum	53835227.96
Range	53835227.96
Interquartile range (IQR)	2195802.578

Descriptive statistics

Standard deviation	8740184.214
Coefficient of variation (CV)	2.525099154
Kurtosis	20.27838648
Mean	3461323.172
Median Absolute Deviation (MAD)	576918.6372
Skewness	4.324355078
Sum	2966353959
Variance	7.63908201 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	12.1%
2295416.145	9	1.1%
322033.6102	9	1.1%
4454119.625	9	1.1%
53434733	9	1.1%
22108751.05	9	1.1%
23467097.44	9	1.1%
15722844.71	9	1.1%
111150.8438	8	0.9%
329734.1111	8	0.9%
Other values (163)	674	78.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	12.1%
2553.057257	2	0.2%
5644	2	0.2%
13935.96569	2	0.2%
15105.29412	2	0.2%
19130	2	0.2%
19564.10533	8	0.9%
20690.32758	2	0.2%
20762.01562	2	0.2%
21974.625	2	0.2%

Value	Count	Frequency (%)
53835227.96	8	0.9%
53434733	9	1.1%
38739754	2	0.2%
24476021.4	8	0.9%
23861501	2	0.2%
23467097.44	9	1.1%
22108751.05	9	1.1%
15722844.71	9	1.1%
12828550.67	2	0.2%
12541612.5	2	0.2%

Comments Avg
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	186
Distinct (%)	21.8%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	15463.09977

Minimum	0
Maximum	199523.4677
Zeros	59
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	6.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	66.91314838
median	1145.008734
Q3	12890.23188
95-th percentile	98952.06735
Maximum	199523.4677
Range	199523.4677
Interquartile range (IQR)	12823.31874

Descriptive statistics

Standard deviation	32464.33085
Coefficient of variation (CV)	2.099471085
Kurtosis	7.908328967
Mean	15463.09977
Median Absolute Deviation (MAD)	1145.008734
Skewness	2.850062031
Sum	13220950.3
Variance	1053932778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	59	6.9%
4493.984146	9	1.1%
76.24431635	9	1.1%
35839.78135	9	1.1%
113432.3737	9	1.1%
0.2924901186	9	1.1%
146.7002519	9	1.1%
2540.344828	8	0.9%
1219.038023	8	0.9%
6.457063712	8	0.9%
Other values (176)	718	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	6.9%
0.0102739726	2	0.2%
0.05	8	0.9%
0.06271777003	2	0.2%
0.2924901186	9	1.1%
0.6621621622	2	0.2%
0.7816377171	2	0.2%
1.43960396	2	0.2%
2.77962963	2	0.2%
4.085427136	2	0.2%

Value	Count	Frequency (%)
199523.4677	2	0.2%
148091.5714	8	0.9%
135847.3013	8	0.9%
133934.96	8	0.9%
113432.3737	9	1.1%
100248.5	2	0.2%
98952.06735	8	0.9%
97244.64557	8	0.9%
96580.60465	8	0.9%
93869.74603	2	0.2%

Youtube Link
Categorical

HIGH CARDINALITY

Distinct	200
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Memory size	6.8 KiB

UCq-Fj5jknLsUf-MWSy4_brA	9
UCpEhnqL0y41EpW2TvWAHD7Q	9
UC-lHJZR3Gqxm24_Vd_AJ5Yw	9
UCX6OQ3DkcsbYNE6H8uQQuVA	9
UCJplp5SjeGSdVdwsfb9Q7lQ	9
Other values (195)	812

Length

Max length	24
Median length	24
Mean length	24
Min length	24

Characters and Unicode

Total characters	20568
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	UCq-Fj5jknLsUf-MWSy4_brA
2nd row	UCbCmjCuTUZos6Inko4u57UQ
3rd row	UCpEhnqL0y41EpW2TvWAHD7Q
4th row	UC-lHJZR3Gqxm24_Vd_AJ5Yw
5th row	UCX6OQ3DkcsbYNE6H8uQQuVA

Common Values

Value	Count	Frequency (%)
UCq-Fj5jknLsUf-MWSy4_brA	9	1.1%
UCpEhnqL0y41EpW2TvWAHD7Q	9	1.1%
UC-lHJZR3Gqxm24_Vd_AJ5Yw	9	1.1%
UCX6OQ3DkcsbYNE6H8uQQuVA	9	1.1%
UCJplp5SjeGSdVdwsfb9Q7lQ	9	1.1%
UCk8GzjMOrta8yxDcKfylJYw	9	1.1%
UCbCmjCuTUZos6Inko4u57UQ	9	1.1%
UCJrOtniJ0-NWz37R30urifQ	8	0.9%
UCXazgXDIYyWH-yXLAkcrFxw	8	0.9%
UCOsyDsO5tIt-VZ1iwjdQmew	8	0.9%
Other values (190)	770	89.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ucq-fj5jknlsuf-mwsy4_bra	9	1.1%
uc-lhjzr3gqxm24_vd_aj5yw	9	1.1%
ucx6oq3dkcsbyne6h8uqquva	9	1.1%
ucjplp5sjegsdvdwsfb9q7lq	9	1.1%
uck8gzjmorta8yxdckfyljyw	9	1.1%
ucbcmjcutuzos6inko4u57uq	9	1.1%
ucpehnql0y41epw2tvwahd7q	9	1.1%
uc3gnmtgu-ttbfppfss5knkg	8	0.9%
ucj5v_mcy6gnubto8-d3xoag	8	0.9%
ucigm_e4zwyshv3bcw1pnseq	8	0.9%
Other values (190)	770	89.8%

Most occurring characters

Value	Count	Frequency (%)
C	1157	5.6%
U	1102	5.4%
Q	539	2.6%
w	501	2.4%
A	498	2.4%
g	448	2.2%
p	380	1.8%
6	369	1.8%
O	362	1.8%
-	341	1.7%
Other values (54)	14871	72.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	9494	46.2%
Lowercase Letter	7482	36.4%
Decimal Number	2942	14.3%
Dash Punctuation	341	1.7%
Connector Punctuation	309	1.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	1157	12.2%
U	1102	11.6%
Q	539	5.7%
A	498	5.2%
O	362	3.8%
X	335	3.5%
L	322	3.4%
N	321	3.4%
Y	313	3.3%
Z	310	3.3%
Other values (16)	4235	44.6%

Lowercase Letter

Value	Count	Frequency (%)
w	501	6.7%
g	448	6.0%
p	380	5.1%
t	339	4.5%
o	334	4.5%
y	324	4.3%
n	295	3.9%
m	290	3.9%
d	285	3.8%
j	283	3.8%
Other values (16)	4003	53.5%

Decimal Number

Value	Count	Frequency (%)
6	369	12.5%
3	334	11.4%
0	311	10.6%
7	309	10.5%
4	290	9.9%
2	286	9.7%
8	281	9.6%
5	266	9.0%
1	263	8.9%
9	233	7.9%

Dash Punctuation

Value	Count	Frequency (%)
-	341	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	309	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16976	82.5%
Common	3592	17.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	1157	6.8%
U	1102	6.5%
Q	539	3.2%
w	501	3.0%
A	498	2.9%
g	448	2.6%
p	380	2.2%
O	362	2.1%
t	339	2.0%
X	335	2.0%
Other values (42)	11315	66.7%

Common

Value	Count	Frequency (%)
6	369	10.3%
-	341	9.5%
3	334	9.3%
0	311	8.7%
_	309	8.6%
7	309	8.6%
4	290	8.1%
2	286	8.0%
8	281	7.8%
5	266	7.4%
Other values (2)	496	13.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20568	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	1157	5.6%
U	1102	5.4%
Q	539	2.6%
w	501	2.4%
A	498	2.4%
g	448	2.2%
p	380	1.8%
6	369	1.8%
O	362	1.8%
-	341	1.7%
Other values (54)	14871	72.3%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Country	Channel Name	Category	Main Video Category	username	followers	Main topic	More topics	Likes	Boost Index	Engagement Rate	Engagement Rate 60days	Views	Views Avg.	Avg. 1 Day	Avg. 3 Day	Avg. 7 Day	Avg. 14 Day	Avg. 30 day	Avg. 60 day	Comments Avg	Youtube Link
0	IN	T-Series	Gaming & Apps	Music	T-Series	220000000	Music of Asia	Entertainment,Music of Asia,Music,Movies	1.602680e+09	83	0.033463	0.010879	195660744416	2.095329e+06	1.522448e+05	2134569.625	1.809830e+06	2.306178e+06	1.676330e+06	2.295416e+06	4493.984146	UCq-Fj5jknLsUf-MWSy4_brA
1	US	ABCkidTV - Nursery Rhymes	Gaming & Apps	Education	ABCkidTV - Nursery Rhymes	138000000	Movies	Entertainment,Music,Movies	2.209901e+08	63	0.641716	0.116004	133025325473	7.027126e+07	1.837916e+06	1837916.000	4.891832e+06	7.052576e+06	1.265433e+07	1.572284e+07	146.700252	UCbCmjCuTUZos6Inko4u57UQ
2	IN	SET India	Gaming & Apps	Shows	SET India	137000000	Movies	Entertainment,TV shows,Music,Movies	1.748752e+08	79	0.001206	0.002366	121741739317	1.095729e+05	NaN	586040.000	2.801276e+05	3.437881e+05	3.536019e+05	3.220336e+05	76.244316	UCpEhnqL0y41EpW2TvWAHD7Q
3	US	PewDiePie	Gaming & Apps	Gaming	PewDiePie	111000000	Lifestyle	Gaming,Action game,Lifestyle,Action-adventure game	2.191406e+09	88	0.063426	0.044846	28424113942	7.718345e+06	NaN	NaN	3.497395e+06	3.094440e+06	3.620274e+06	4.454120e+06	35839.781347	UC-lHJZR3Gqxm24_Vd_AJ5Yw
4	US	MrBeast	Gaming & Apps	Entertainment	MrBeast	98100000	Lifestyle	Entertainment,Lifestyle,Technology	1.731833e+09	60	0.729210	0.570270	16242634269	9.876250e+07	NaN	NaN	2.994102e+07	2.994102e+07	2.994102e+07	5.343473e+07	113432.373684	UCX6OQ3DkcsbYNE6H8uQQuVA
5	US	Like Nastya	NaN	People & Blogs	Like Nastya	97300000	Hobby	Lifestyle,Hobby	2.808777e+08	79	1.026761	0.231388	80111555805	1.381637e+08	NaN	3946868.000	5.829929e+06	9.480138e+06	1.375691e+07	2.210875e+07	0.292490	UCJplp5SjeGSdVdwsfb9Q7lQ
6	US	✿ Kids Diana Show	Gaming & Apps	Entertainment	✿ Kids Diana Show	97200000	Lifestyle	Lifestyle,Hobby	2.351904e+08	67	0.690342	0.243853	77340155581	8.641735e+07	NaN	NaN	7.539490e+06	9.148088e+06	1.434739e+07	2.346710e+07	0.000000	UCk8GzjMOrta8yxDcKfylJYw
7	IN	T-Series	Gaming & Apps	Music	T-Series	220000000	Music of Asia	Entertainment,Music of Asia,Music,Movies	1.602680e+09	83	0.033463	0.010879	195660744416	2.095329e+06	1.522448e+05	2134569.625	1.809830e+06	2.306178e+06	1.676330e+06	2.295416e+06	4493.984146	UCq-Fj5jknLsUf-MWSy4_brA
8	US	ABCkidTV - Nursery Rhymes	Gaming & Apps	Education	ABCkidTV - Nursery Rhymes	138000000	Movies	Entertainment,Music,Movies	2.209901e+08	63	0.641716	0.116004	133025325473	7.027126e+07	1.837916e+06	1837916.000	4.891832e+06	7.052576e+06	1.265433e+07	1.572284e+07	146.700252	UCbCmjCuTUZos6Inko4u57UQ
9	IN	SET India	Gaming & Apps	Shows	SET India	137000000	Movies	Entertainment,TV shows,Music,Movies	1.748752e+08	79	0.001206	0.002366	121741739317	1.095729e+05	NaN	586040.000	2.801276e+05	3.437881e+05	3.536019e+05	3.220336e+05	76.244316	UCpEhnqL0y41EpW2TvWAHD7Q

Last rows

	Country	Channel Name	Category	Main Video Category	username	followers	Main topic	More topics	Likes	Boost Index	Engagement Rate	Engagement Rate 60days	Views	Views Avg.	Avg. 1 Day	Avg. 3 Day	Avg. 7 Day	Avg. 14 Day	Avg. 30 day	Avg. 60 day	Comments Avg	Youtube Link
847	CA	WatchMojo.com	None	Entertainment	WatchMojo.com	24500000	Entertainment	Entertainment,TV shows,Movies	8.913439e+07	79	0.007191	0.004521	15567059078	1.967190e+05	26309.375	56216.173913	66655.632653	74661.979167	9.539908e+04	1.060789e+05	671.341280	UCaWd5_7JhbQBe4dknZhsHJg
848	US	Super JoJo - Nursery Rhymes & Kids Songs	NaN	Education	Super JoJo - Nursery Rhymes & Kids Songs	24400000	Movies	Music,Movies,Entertainment	2.809023e+06	60	0.432924	0.026792	994418044	1.095785e+07	225979.000	175767.000000	392456.857143	510356.071429	6.091040e+05	6.091040e+05	26.613744	UCHN9P-CQVBQ1ba8o1NQJVCA
849	US	Nicki Minaj	LifeStyle	Music	Nicki Minaj	24400000	Hip hop music	Music,Hip hop music,Pop music	4.117325e+06	18	0.253982	0.005767	9310281416	7.688954e+06	0.000	0.000000	0.000000	0.000000	0.000000e+00	0.000000e+00	7889.709677	UC3jOd7GUMhpgJRBhiLzuLsg
850	US	ZHC	Gaming & Apps	Howto & Style	ZHC	24200000	Technology	Lifestyle,Technology,Hobby	1.496444e+08	4	0.769714	0.220373	2186015533	2.691827e+07	NaN	NaN	NaN	NaN	NaN	4.778361e+06	49103.751634	UClQubH2NeMmGLTLgNdLBwXg
851	US	David Guetta	Gaming & Apps	Music	David Guetta	24200000	Electronic music	Music,Hip hop music,Pop music,Electronic music	2.769015e+07	79	0.121625	0.049179	15826729467	2.730757e+06	NaN	NaN	NaN	73859.000000	1.505350e+05	1.144851e+06	1386.875000	UC1l7wYrva1qCH-wgqcHaaRg
852	NaN	1theK (원더케이)	Music	Music	1theK (원더케이)	24100000	Pop music	Music of Asia,Music,Pop music	2.102143e+08	74	0.014768	0.004137	22431615067	5.949351e+04	69963.000	42618.428571	150890.000000	114119.340000	1.361403e+05	8.631710e+04	810.979818	UCweOkPb1wVVH0Q0Tlj4a5Pw
853	US	Post Malone	Gaming & Apps	Music	Post Malone	24000000	Music	Music,Hip hop music,Pop music	1.647143e+07	57	1.529448	0.069077	12252459767	1.448346e+07	NaN	NaN	NaN	106681.000000	1.860830e+06	1.310594e+06	11098.637931	UCeLHszkByNZtPKcaVXOCOQQ
854	IN	Amit Bhadana	NaN	Entertainment	Amit Bhadana	24000000	Entertainment	Music,Movies,Entertainment	1.139831e+08	60	1.015853	0.055800	2227021034	2.983444e+07	0.000	0.000000	0.000000	0.000000	0.000000e+00	0.000000e+00	100248.500000	UC_vcKmg67vjMP7ciLnSxSHQ
855	US	James Charles	Gaming & Apps	Entertainment	James Charles	24000000	Lifestyle	Lifestyle	1.827409e+08	61	0.406231	0.055494	3664440993	1.281032e+07	NaN	NaN	687561.000000	621661.666667	6.195134e+05	8.354377e+05	38414.745174	UCucot-Zp428OwkyRm2I7v2Q
856	US	Netflix	None	Entertainment	Netflix	24000000	TV shows	Entertainment,TV shows,Movies	1.068201e+08	63	0.030720	0.042712	5551273418	6.917575e+05	21786.000	86328.500000	273454.500000	278023.142857	6.761672e+05	1.004604e+06	1311.491067	UCWOA1ZGywLbqmigxE4Qlvuw

Most frequently occurring

	Country	Channel Name	Category	Main Video Category	username	followers	Main topic	More topics	Likes	Boost Index	Engagement Rate	Engagement Rate 60days	Views	Views Avg.	Avg. 1 Day	Avg. 3 Day	Avg. 7 Day	Avg. 14 Day	Avg. 30 day	Avg. 60 day	Comments Avg	Youtube Link	# duplicates
32	IN	T-Series	Gaming & Apps	Music	T-Series	220000000	Music of Asia	Entertainment,Music of Asia,Music,Movies	1.602680e+09	83	0.033463	0.010879	195660744416	2.095329e+06	1.522448e+05	2.134570e+06	1.809830e+06	2.306178e+06	1.676330e+06	2.295416e+06	4493.984146	UCq-Fj5jknLsUf-MWSy4_brA	9
56	US	ABCkidTV - Nursery Rhymes	Gaming & Apps	Education	ABCkidTV - Nursery Rhymes	138000000	Movies	Entertainment,Music,Movies	2.209901e+08	63	0.641716	0.116004	133025325473	7.027126e+07	1.837916e+06	1.837916e+06	4.891832e+06	7.052576e+06	1.265433e+07	1.572284e+07	146.700252	UCbCmjCuTUZos6Inko4u57UQ	9
1	BR	Canal KondZilla	Music	Music	Canal KondZilla	65800000	Music	Music,Hip hop music,Music of Latin America	1.165117e+08	81	0.040829	0.006406	36444038220	7.302633e+05	9.811000e+03	1.539175e+04	2.158457e+04	4.392127e+04	4.777773e+05	3.697973e+05	1165.754052	UCffDXn7ycAzwL2LDlbyWOTw	8
2	BR	Felipe Neto	Gaming & Apps	Entertainment	Felipe Neto	44200000	Entertainment	Entertainment,Gaming,Lifestyle,Movies	7.633183e+08	79	0.045004	0.028200	15287605140	2.639780e+06	4.794300e+05	6.081694e+05	8.518607e+05	8.661774e+05	1.027319e+06	1.014901e+06	10482.121333	UCV306eHqgo0LvBf3Mh36AHg	8
3	BR	GR6 EXPLODE	Music	Music	GR6 EXPLODE	37500000	Music of Latin America	Music of Latin America,Hip hop music,Music	2.455796e+08	75	0.077994	0.019408	23660684066	1.665857e+06	6.246600e+04	7.008967e+04	9.860657e+04	3.367314e+05	3.636778e+05	6.674346e+05	1047.185363	UCNUQK9mQoqi4yNXw2_Rj6SA	8
7	CL	HolaSoyGerman.	Music	Entertainment	HolaSoyGerman.	43300000	Entertainment	Entertainment,Movies	2.226168e+08	59	1.018687	0.040897	4725838896	5.633796e+07	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	133934.960000	UCZJ7m7EnCNodqnu5SAtg8eQ	8
16	IN	Aaj Tak	Gaming & Apps	News & Politics	Aaj Tak	52300000	Society	Society	2.049134e+08	67	0.002472	0.001272	19574295579	6.831962e+04	3.297965e+04	3.550887e+04	3.819591e+04	4.402979e+04	7.531265e+04	6.527184e+04	159.212371	UCt4t-jeY85JegMlZ-E5UWtA	8
18	IN	ChuChu TV Nursery Rhymes & Kids Songs	Music	Education	ChuChu TV Nursery Rhymes & Kids Songs	57100000	Movies	Music,Movies,Entertainment	3.194274e+07	78	0.282754	0.027716	38747673464	1.418438e+07	1.449470e+05	1.449470e+05	1.754190e+05	3.005472e+05	8.507928e+05	1.518683e+06	0.050000	UCBnZ16ahKA2DZ_T5W0FPUXg	8
19	IN	Colors TV	Gaming & Apps	Entertainment	Colors TV	53400000	Movies	TV shows,Movies,Entertainment	1.829294e+08	73	0.004376	0.001515	50613413464	2.986569e+05	7.370850e+04	7.602462e+04	7.860906e+04	7.860906e+04	7.860906e+04	7.860906e+04	93.516314	UC55IWqFLDH1Xp7iu1_xknRA	8
21	IN	Goldmines Telefilms	None	Film & Animation	Goldmines Telefilms	72000000	Movies	Entertainment,Movies	6.364230e+07	69	0.022444	0.006294	17652030516	8.506102e+05	8.361150e+04	1.049796e+05	8.698675e+04	8.925688e+04	2.010003e+05	4.357031e+05	495.476870	UCyoXW-Dse7fURq30EWl_CUA	8

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Control

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Spacing Mark

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Other Symbol

Nonspacing Mark

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Arabic

Devanagari

Cyrillic

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Cyrillic

Dingbats

None

Arabic

Devanagari

Hangul

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script